Python package interface for the RCSB PDB search API service
Project description
rcsbsearchapi
Python interface for the RCSB PDB Search API.
Currently the 'text search' part of the API has been implemented. See 'Supported features' below.
This package requires python 3.7 or later.
Example
Here is a quick example of how the package is used. Two syntaxes are available for constructing queries: an "operator" API using python's comparators, and a "fluent" syntax where terms are chained together. Which to use is a matter of preference.
A runnable jupyter notebook with this example is available in notebooks/quickstart.ipynb, or can be run online using binder:
An additional example including a Covid-19 related example is in notebooks/covid.ipynb:
Operator example
Here is an example from the RCSB PDB Search API page, using the operator syntax. This query finds symmetric dimers having a twofold rotation with the DNA-binding domain of a heat-shock transcription factor.
from rcsbsearchapi import TextQuery
from rcsbsearchapi import rcsb_attributes as attrs
# Create terminals for each query
q1 = TextQuery('"heat-shock transcription factor"')
q2 = attrs.rcsb_struct_symmetry.symbol == "C2"
q3 = attrs.rcsb_struct_symmetry.kind == "Global Symmetry"
q4 = attrs.rcsb_entry_info.polymer_entity_count_DNA >= 1
# combined using bitwise operators (&, |, ~, etc)
query = q1 & q2 & q3 & q4 # AND of all queries
# Call the query to execute it
for assemblyid in query("assembly"):
print(assemblyid)
For a full list of attributes, please refer to the RCSB PDB schema.
Fluent Example
Here is the same example using the fluent syntax.
from rcsbsearchapi import TextQuery
# Start with a Attr or TextQuery, then add terms
results = TextQuery('"heat-shock transcription factor"') \
.and_("rcsb_struct_symmetry.symbol").exact_match("C2") \
.and_("rcsb_struct_symmetry.kind").exact_match("Global Symmetry") \
.and_("rcsb_entry_info.polymer_entity_count_DNA").greater_or_equal(1) \
.exec("assembly")
# Exec produces an iterator of IDs
for assemblyid in results:
print(assemblyid)
Supported Features
The following table lists the status of current and planned features.
- Attribute Comparison operations
- Query set operations
- Attribute
contains
,in_
(fluent only) - Sequence search
- Sequence motif search
- Structural search
- Structural motif search
- Chemical search
- Rich results using the Data API
Contributions are welcome for unchecked items!
Installation
Get it from pypi:
pip install rcsbsearchapi
Or, download from github
Documentation
Detailed documentation is at rcsbsearchapi.readthedocs.io
License
Code is licensed under the BSD 3-clause license. See LICENSE for details.
Citing rcsbsearchapi
Please cite the rcsbsearchapi package by URL:
You should also cite the RCSB PDB service this package utilizes:
Yana Rose, Jose M. Duarte, Robert Lowe, Joan Segura, Chunxiao Bi, Charmi Bhikadiya, Li Chen, Alexander S. Rose, Sebastian Bittrich, Stephen K. Burley, John D. Westbrook. RCSB Protein Data Bank: Architectural Advances Towards Integrated Searching and Efficient Access to Macromolecular Structure Data from the PDB Archive, Journal of Molecular Biology, 2020. DOI: 10.1016/j.jmb.2020.11.003
Attributions
The source code for this project was originally written by Spencer Bliven and forked from https://github.com/sbliven/rcsbsearch. We would like to express our tremendous gratitude for his generous efforts in designing such a comprehensive public utility Python package for interacting with the RCSB PDB search API, rcsbsearch.
Developers
For information about building and developing rcsbsearchapi
, see
CONTRIBUTING.md
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